期刊文献+

自动驾驶车辆LQR轨迹跟踪控制器设计 被引量:13

Design of LQR Trajectory Tracking Controller for Autonomous Vehicle
在线阅读 下载PDF
导出
摘要 为了提高智能车的控制精度,以碰撞中心(Center of Percussion,COP)为参考点建立前馈-反馈控制模型,并用该控制模型求解LQR(Linear Quadratic Regulator)问题,获得状态反馈控制率,实现最优控制。在双移线工况和8字形工况下,使用Matlab/Simulink和Carsim对LQR轨迹跟踪控制器进行联合仿真。结果表明:与固定增益前馈-反馈控制器相比,LQR轨迹跟踪控制器的控制精度更高。 To improve the control precision of the intelligent vehicle,the feedforward-feedback control model was established with the Center of Percussion(COP)as the reference point.The LQR(Linear Quadratic Regulator)problem was solved with the control model,and the rate of the state feedback control was obtained to achieve the optimal control.Under the double-shift condition and 8-gauge condition,the LQR trajectory tracking controller was simulated with Matlab/Simulink and Carsim.The result shows that the LQR trajectory tracking controller has higher control precision,comparing with the fixed gain feedforward-feedback controller.
出处 《湖北汽车工业学院学报》 2017年第4期1-6,11,共7页 Journal of Hubei University Of Automotive Technology
基金 湖北省自然科学基金项目(2015CFB686) 湖北省技术创新专项重大项目(2017AAA027) 湖北省教育厅科学研究指导性项目(B2015121)
关键词 自动驾驶 轨迹跟踪 LQR控制器 Carsim/Matlab仿真 automatic driving trajectory tracking LQR controller Carsim/Matlab simulation
作者简介 陶冰冰(1990-),男,湖北孝感人,硕士生,从事无人驾驶智能车纵横向控制方面的研究.E-mail:1477416188@qq.com
  • 相关文献

参考文献3

二级参考文献133

  • 1李兴泉,贺岩松,徐中明,张志飞.汽车方向控制驾驶员模型[J].重庆大学学报(自然科学版),2006,29(4):5-8. 被引量:15
  • 2马军,贺岩松,李兴泉,徐中明,张志飞.汽车驾驶员自适应模糊PID控制模型[J].机械与电子,2007,25(2):35-38. 被引量:9
  • 3贺岩松,李兴泉,徐中明,张志飞.汽车驾驶员模糊控制模型研究[J].计算机仿真,2007,24(4):255-257. 被引量:12
  • 4MacAdam C C. An optimal preview control for linear systems[J]. Dynamic Systems, Measurement, Control, 1980, 102:188-190.
  • 5MacAdan C C. Application of an optimal preview control for simulation of closed-loop automobile driving[J]. IEEE Trans. Syst. , Man, Cybern. , 1981, 2(6): 393-399.
  • 6Guo K H. A study of method for modeling closed-loop vehicle directional control[R]. Ann Arbor: UMTRI, 1982.
  • 7Guo K H. Preview-follower method for modeling closed-loop vehicle directional control[C]. Symposium of 19th Annual Conference on Manual Control, Cambridge Massachusetts: NASA, 1983.
  • 8Guo K H. Modelling of driver/vehicle directional control system[J]. Vehicle System Dynamics, 1993, 22(3) : 141- 184.
  • 9Kageyama. On a new driver model with fuzzy control[C]. Proceedings of 12th IAVSD Symposium, Lyon: IAVSD, 1991.
  • 10No Hands Across America[Online] , available: http://www. ri.cmu.edu/research_project_detail.html?project_id = 178 & menu_id = 261, January 1, 2013.

共引文献122

同被引文献82

引证文献13

二级引证文献93

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部